lablabai-willow / willow-gemini-notebook

LLM Agent that performs sentiment analysis of drawings and natural language using a combination of Google Gemini Vision model and GPT-4 Turbo with LlamaIndex.

Google Gemini Mindfulness Counselor

Uses a combination of Google Gemini vision model and GPT-4 Turbo with LlamaIndex to perform sentiment analysis of images and suggest mindfulness exercises.

Get API keys

Before you can use the Gemini API, you must first obtain an API key. If you don't already have one, create a key with one click in Google AI Studio. You'll also need an OpenAI API key.

Once you have your API keys create the following Google Colab "secrets" GOOGLE_API_KEY and OPENAI_API_KEY which will contain your respective keys.

Generating Embeddings

Embeddings are generated from the PDFs in the data folder and stored in the storage folder.